{"id":"W3103937843","doi":"10.2196/22061","title":"Implementation of an Interactive Voice Response System for Cancer Awareness in Uganda: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uganda Cancer Institute","keywords":"Interactive voice response; Computer science; Cancer; Multimedia; Psychology; Medicine; Human–computer interaction; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02201531,0.0008517056,0.00115724,0.001340634,0.002832248,0.002319698,0.001364831,0.001531022,0.002396968],"category_scores_gemma":[0.02161115,0.001082778,0.001058469,0.00117218,0.001392483,0.001969083,0.002722835,0.001119328,0.0003659678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891767,"about_ca_system_score_gemma":0.004383754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928014,"about_ca_topic_score_gemma":0.004315889,"domain_scores_codex":[0.9851339,0.01093096,0.001037686,0.0006563955,0.001021472,0.00121962],"domain_scores_gemma":[0.9844154,0.00977238,0.001712142,0.001039479,0.002295139,0.0007654517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002424704,0.0193048,0.1144639,0.008387912,0.0004474744,0.003902418,0.4878207,0.0006689436,0.008351902,0.001268637,0.001670133,0.3512883],"study_design_scores_gemma":[0.001604948,0.08607408,0.2038542,0.005442521,0.001277776,0.002614435,0.6490104,0.002713177,0.009459399,0.001663568,0.03594445,0.0003411743],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904273,0.0005984214,0.002441171,0.0002378062,0.00002506516,0.004669847,0.0001015477,0.00002332494,0.001475669],"genre_scores_gemma":[0.968218,0.001489033,0.01662526,0.0006323389,0.00004991969,0.01123927,0.0001166818,0.00002619373,0.001603142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201531,"threshold_uncertainty_score":0.1164295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2134100131874538,"score_gpt":0.5756740280472512,"score_spread":0.3622640148597974,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}